{"id":"W2000489513","doi":"10.1002/cjce.5450780613","title":"An analysis of the use of electrical power measurements for process control in large‐scale stirred vessels","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Agitator; Electric power; Power (physics); Calibration; Process (computing); Scale (ratio); Electric motor; Automotive engineering; Mechanical engineering; Engineering; Materials science; Electrical engineering; Computer science; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322928,0.000482931,0.0002964555,0.0006851909,0.0002389802,0.0006387843,0.0005523444,0.0006720044,0.0008318262],"category_scores_gemma":[0.009803377,0.0001802884,0.0003198384,0.0006822417,0.000464348,0.0005683101,0.0002301025,0.0003350382,0.0002386998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520383,"about_ca_system_score_gemma":0.0002532517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000827296,"about_ca_topic_score_gemma":0.0006298513,"domain_scores_codex":[0.997596,0.0006187969,0.00007055646,0.0002164584,0.001404722,0.00009355845],"domain_scores_gemma":[0.987519,0.01001607,0.0007304372,0.0006091378,0.001033658,0.00009165689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003561589,0.0004963939,0.02367793,0.0007681809,0.0002200729,0.0007676924,0.0001843332,0.0399242,0.6525772,0.002043172,0.0006381271,0.2751411],"study_design_scores_gemma":[0.0001227892,0.004065988,0.08609232,0.00005169024,0.0003933975,0.001097356,0.000107717,0.1735896,0.7266825,0.001484885,0.006236351,0.00007553584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910866,0.002793361,0.08189667,0.0003336782,0.00005607359,0.00008015252,0.000137991,0.0004579468,0.003378154],"genre_scores_gemma":[0.9953077,0.0002229924,0.003997173,0.00002081913,0.00001722556,0.00001524986,0.00005461481,0.00001495775,0.0003493179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001322928,"threshold_uncertainty_score":0.006996393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082010078115307,"score_gpt":0.2057555851356249,"score_spread":0.1949354843544718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}